Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9292159 | 0.6927438 | 0.4293360 |
| bt | 0.8405950 | 0.5164399 | 0.2349848 |
| maxnet | 0.8016210 | 0.4637188 | NA |
| gam | 0.8102662 | 0.4875283 | 0.2230565 |
| glm | 0.7194080 | 0.4070295 | 0.0963975 |